Glauco asked "If you happen to recall the specific video and approximate 
timestamp where he discusses the model you’ve implemented, I’d greatly 
appreciate it."

I can't seem to fine the specific video.

But the GitHub repo that I used is definitely: 
 https://github.com/karpathy/ng-video-lecture
I based my code on gpt.py (which I refactored into multiply py files). This 
file is 225 lines.
I ignored the file bigram.py.
This repo uses a Shakespeare corpus to generate Shakespeare like dialog.
I kept the model code in gpt.py and just replaced the Shakespeare corpus 
with a Metamath corpus that I generated from Python.

On Saturday, February 8, 2025 at 9:28:17 AM UTC-6 Glauco wrote:

> Hi Bill,
>
> Il giorno venerdì 7 febbraio 2025 alle 21:57:48 UTC+1 [email protected] 
> wrote:
>
>
> I think I gave the wrong reference to the video by Andrej Karpathy that 
> this project is based on. I think the correct reference is "Let's build 
> GPT: from scratch, in code, spelled out."
>
>
> over the past few weeks, I’ve also been exploring Karpathy’s channel. 
> Unfortunately, I ended up watching some of the videos out of order, and I 
> keep hearing him reference past content. To address this, I’m now focusing 
> on the "Make More" series and currently working through the first part 
> (even though it doesn’t explicitly have "Part 1" in the title).
>
> If you happen to recall the specific video and approximate timestamp where 
> he discusses the model you’ve implemented, I’d greatly appreciate it. I’m 
> really interested in learning more about it.
>
> Thanks in advance!
> Glauco
>
>
>

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